Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 2107 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 10 |
| Duplicate rows (%) | 0.5% |
| Total size in memory | 510.4 KiB |
| Average record size in memory | 248.1 B |
Variable types
| Numeric | 29 |
|---|---|
| Categorical | 2 |
| Dataset has 10 (0.5%) duplicate rows | Duplicates |
longitude is highly correlated with latitude and 27 other fields | High correlation |
zipcode is highly correlated with latitude and 27 other fields | High correlation |
zcta_housing_2020 is highly correlated with latitude and 27 other fields | High correlation |
total_units_2020 is highly correlated with latitude and 27 other fields | High correlation |
occupied_units_2020 is highly correlated with latitude and 27 other fields | High correlation |
vacant_units_2020 is highly correlated with latitude and 27 other fields | High correlation |
median_rooms_2020 is highly correlated with latitude and 27 other fields | High correlation |
owner_occupied_units_2020 is highly correlated with latitude and 27 other fields | High correlation |
rental_occupied_units_2020 is highly correlated with latitude and 27 other fields | High correlation |
median_value_2020 is highly correlated with latitude and 27 other fields | High correlation |
median_monthly_costs_2020 is highly correlated with latitude and 27 other fields | High correlation |
median_rent_2020 is highly correlated with latitude and 27 other fields | High correlation |
five_year_diff is highly correlated with latitude and 27 other fields | High correlation |
total_units_2015 is highly correlated with latitude and 27 other fields | High correlation |
occupied_units_2015 is highly correlated with latitude and 27 other fields | High correlation |
vacant_units_2015 is highly correlated with latitude and 27 other fields | High correlation |
median_rooms_2015 is highly correlated with latitude and 27 other fields | High correlation |
owner_occupied_units_2015 is highly correlated with latitude and 27 other fields | High correlation |
rental_occupied_units_2015 is highly correlated with latitude and 27 other fields | High correlation |
median_value_2015 is highly correlated with latitude and 27 other fields | High correlation |
median_monthly_costs_2015 is highly correlated with latitude and 27 other fields | High correlation |
median_rent_2015 is highly correlated with latitude and 27 other fields | High correlation |
median_household_income_2020 is highly correlated with latitude and 27 other fields | High correlation |
median_family_income_2020 is highly correlated with latitude and 27 other fields | High correlation |
median_household_income_2015 is highly correlated with latitude and 27 other fields | High correlation |
median_family_income_2015 is highly correlated with latitude and 27 other fields | High correlation |
zipcount is highly correlated with latitude and 27 other fields | High correlation |
class is highly correlated with latitude and 27 other fields | High correlation |
latitude is highly correlated with longitude and 27 other fields | High correlation |
room_type is highly correlated with price | High correlation |
price is highly correlated with room_type | High correlation |
median_family_income_2020 has 23 (1.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-11 00:36:20.433174 |
|---|---|
| Analysis finished | 2022-11-11 00:38:47.457210 |
| Duration | 2 minutes and 27.02 seconds |
| Software version | pandas-profiling v3.4.0 |
| Download configuration | config.json |
| Distinct | 1911 |
|---|---|
| Distinct (%) | 90.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.98753769 |
| Minimum | 39.8405 |
|---|---|
| Maximum | 40.15379 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 39.8405 |
|---|---|
| 5-th percentile | 39.936418 |
| Q1 | 39.957145 |
| median | 39.98186 |
| Q3 | 40.00803 |
| 95-th percentile | 40.087353 |
| Maximum | 40.15379 |
| Range | 0.31329 |
| Interquartile range (IQR) | 0.050885 |
Descriptive statistics
| Standard deviation | 0.04508539678 |
|---|---|
| Coefficient of variation (CV) | 0.001127486197 |
| Kurtosis | 1.444259728 |
| Mean | 39.98753769 |
| Median Absolute Deviation (MAD) | 0.02516 |
| Skewness | 0.9382164421 |
| Sum | 84253.74192 |
| Variance | 0.002032693003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.958565 | 8 | 0.4% |
| 40.0070149 | 5 | 0.2% |
| 39.964275 | 5 | 0.2% |
| 40.01257 | 4 | 0.2% |
| 40.00843 | 4 | 0.2% |
| 40.02146 | 4 | 0.2% |
| 40.009056 | 4 | 0.2% |
| 39.97467 | 4 | 0.2% |
| 39.974667 | 3 | 0.1% |
| 39.95791 | 3 | 0.1% |
| Other values (1901) | 2063 |
| Value | Count | Frequency (%) |
| 39.8405 | 1 | |
| 39.84277 | 1 | |
| 39.85384 | 1 | |
| 39.86121 | 1 | |
| 39.86541 | 1 | |
| 39.86554 | 1 | |
| 39.86685 | 1 | |
| 39.86691 | 1 | |
| 39.86704 | 1 | |
| 39.86948 | 1 |
| Value | Count | Frequency (%) |
| 40.15379 | 1 | |
| 40.15365 | 1 | |
| 40.15294 | 1 | |
| 40.15234 | 1 | |
| 40.1522 | 1 | |
| 40.147 | 1 | |
| 40.14285 | 1 | |
| 40.1342 | 1 | |
| 40.13385 | 1 | |
| 40.1308 | 1 |
| Distinct | 1859 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -82.98995655 |
| Minimum | -83.17506 |
|---|---|
| Maximum | -82.78152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2107 |
| Negative (%) | 100.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | -83.17506 |
|---|---|
| 5-th percentile | -83.064168 |
| Q1 | -83.00934 |
| median | -82.99846 |
| Q3 | -82.971905 |
| 95-th percentile | -82.900562 |
| Maximum | -82.78152 |
| Range | 0.39354 |
| Interquartile range (IQR) | 0.037435 |
Descriptive statistics
| Standard deviation | 0.0494250146 |
|---|---|
| Coefficient of variation (CV) | -0.0005955541689 |
| Kurtosis | 3.873942062 |
| Mean | -82.98995655 |
| Median Absolute Deviation (MAD) | 0.01609 |
| Skewness | 0.6177291264 |
| Sum | -174859.8385 |
| Variance | 0.002442832069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -83.014946 | 8 | 0.4% |
| -82.99778 | 6 | 0.3% |
| -83.00347 | 6 | 0.3% |
| -82.98839 | 5 | 0.2% |
| -83.0015253 | 5 | 0.2% |
| -83.000824 | 4 | 0.2% |
| -82.99905 | 4 | 0.2% |
| -83.00159 | 4 | 0.2% |
| -82.99849 | 4 | 0.2% |
| -83.00412 | 4 | 0.2% |
| Other values (1849) | 2057 |
| Value | Count | Frequency (%) |
| -83.17506 | 1 | |
| -83.17424 | 1 | |
| -83.17337 | 1 | |
| -83.1722 | 1 | |
| -83.16587 | 1 | |
| -83.16544 | 1 | |
| -83.16097 | 1 | |
| -83.15747 | 1 | |
| -83.15717 | 1 | |
| -83.15633392 | 1 |
| Value | Count | Frequency (%) |
| -82.78152 | 1 | |
| -82.78248 | 1 | |
| -82.78337 | 1 | |
| -82.78342 | 1 | |
| -82.78989 | 1 | |
| -82.79412 | 1 | |
| -82.79613 | 1 | |
| -82.79759 | 1 | |
| -82.80457 | 1 | |
| -82.80534 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2107 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1699 | |
| 0 | 408 | 19.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 1699 | |
| 0 | 408 | 19.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1699 | |
| 0 | 408 | 19.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2107 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1699 | |
| 0 | 408 | 19.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2107 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1699 | |
| 0 | 408 | 19.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2107 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1699 | |
| 0 | 408 | 19.4% |
| Distinct | 390 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 154.967252 |
| Minimum | 19 |
|---|---|
| Maximum | 1268 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 43.3 |
| Q1 | 86.5 |
| median | 124 |
| Q3 | 182 |
| 95-th percentile | 367.5 |
| Maximum | 1268 |
| Range | 1249 |
| Interquartile range (IQR) | 95.5 |
Descriptive statistics
| Standard deviation | 122.932711 |
|---|---|
| Coefficient of variation (CV) | 0.7932818672 |
| Kurtosis | 17.48341625 |
| Mean | 154.967252 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 3.380053862 |
| Sum | 326516 |
| Variance | 15112.45144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 35 | 1.7% |
| 99 | 30 | 1.4% |
| 90 | 28 | 1.3% |
| 75 | 26 | 1.2% |
| 85 | 23 | 1.1% |
| 40 | 23 | 1.1% |
| 149 | 20 | 0.9% |
| 115 | 20 | 0.9% |
| 83 | 20 | 0.9% |
| 129 | 19 | 0.9% |
| Other values (380) | 1863 |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 25 | 2 | 0.1% |
| 27 | 3 | 0.1% |
| 28 | 2 | 0.1% |
| 29 | 2 | 0.1% |
| 30 | 10 | |
| 32 | 3 | 0.1% |
| 33 | 1 | < 0.1% |
| 34 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 1268 | 1 | |
| 1099 | 2 | |
| 1015 | 1 | |
| 1007 | 1 | |
| 1000 | 2 | |
| 999 | 1 | |
| 980 | 1 | |
| 975 | 1 | |
| 850 | 1 | |
| 836 | 1 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43197.71856 |
| Minimum | 43002 |
|---|---|
| Maximum | 43235 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 43002 |
|---|---|
| 5-th percentile | 43085 |
| Q1 | 43201 |
| median | 43205 |
| Q3 | 43214 |
| 95-th percentile | 43229 |
| Maximum | 43235 |
| Range | 233 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 39.87198237 |
|---|---|
| Coefficient of variation (CV) | 0.0009230113002 |
| Kurtosis | 10.31738029 |
| Mean | 43197.71856 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -3.279724055 |
| Sum | 91017593 |
| Variance | 1589.774978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43201 | 434 | |
| 43215 | 245 | |
| 43206 | 243 | |
| 43205 | 203 | 9.6% |
| 43202 | 174 | 8.3% |
| 43203 | 79 | 3.7% |
| 43212 | 61 | 2.9% |
| 43214 | 59 | 2.8% |
| 43207 | 48 | 2.3% |
| 43211 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 43002 | 2 | 0.1% |
| 43004 | 7 | 0.3% |
| 43016 | 13 | 0.6% |
| 43017 | 11 | 0.5% |
| 43026 | 9 | 0.4% |
| 43035 | 6 | 0.3% |
| 43054 | 10 | 0.5% |
| 43065 | 4 | 0.2% |
| 43068 | 10 | 0.5% |
| 43081 | 33 |
| Value | Count | Frequency (%) |
| 43235 | 18 | |
| 43232 | 8 | 0.4% |
| 43231 | 8 | 0.4% |
| 43230 | 37 | |
| 43229 | 40 | |
| 43228 | 5 | 0.2% |
| 43227 | 10 | 0.5% |
| 43224 | 16 | 0.8% |
| 43223 | 15 | 0.7% |
| 43222 | 20 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43197.71856 |
| Minimum | 43002 |
|---|---|
| Maximum | 43235 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 43002 |
|---|---|
| 5-th percentile | 43085 |
| Q1 | 43201 |
| median | 43205 |
| Q3 | 43214 |
| 95-th percentile | 43229 |
| Maximum | 43235 |
| Range | 233 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 39.87198237 |
|---|---|
| Coefficient of variation (CV) | 0.0009230113002 |
| Kurtosis | 10.31738029 |
| Mean | 43197.71856 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -3.279724055 |
| Sum | 91017593 |
| Variance | 1589.774978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43201 | 434 | |
| 43215 | 245 | |
| 43206 | 243 | |
| 43205 | 203 | 9.6% |
| 43202 | 174 | 8.3% |
| 43203 | 79 | 3.7% |
| 43212 | 61 | 2.9% |
| 43214 | 59 | 2.8% |
| 43207 | 48 | 2.3% |
| 43211 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 43002 | 2 | 0.1% |
| 43004 | 7 | 0.3% |
| 43016 | 13 | 0.6% |
| 43017 | 11 | 0.5% |
| 43026 | 9 | 0.4% |
| 43035 | 6 | 0.3% |
| 43054 | 10 | 0.5% |
| 43065 | 4 | 0.2% |
| 43068 | 10 | 0.5% |
| 43081 | 33 |
| Value | Count | Frequency (%) |
| 43235 | 18 | |
| 43232 | 8 | 0.4% |
| 43231 | 8 | 0.4% |
| 43230 | 37 | |
| 43229 | 40 | |
| 43228 | 5 | 0.2% |
| 43227 | 10 | 0.5% |
| 43224 | 16 | 0.8% |
| 43223 | 15 | 0.7% |
| 43222 | 20 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12946.47224 |
| Minimum | 84 |
|---|---|
| Maximum | 27357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 84 |
|---|---|
| 5-th percentile | 4894 |
| Q1 | 10276 |
| median | 12274 |
| Q3 | 15281 |
| 95-th percentile | 22593 |
| Maximum | 27357 |
| Range | 27273 |
| Interquartile range (IQR) | 5005 |
Descriptive statistics
| Standard deviation | 4896.779568 |
|---|---|
| Coefficient of variation (CV) | 0.3782327323 |
| Kurtosis | 1.123380735 |
| Mean | 12946.47224 |
| Median Absolute Deviation (MAD) | 3007 |
| Skewness | 0.7194358182 |
| Sum | 27278217 |
| Variance | 23978450.14 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15281 | 434 | |
| 10791 | 245 | |
| 12274 | 243 | |
| 7366 | 203 | 9.6% |
| 9725 | 174 | 8.3% |
| 4894 | 79 | 3.7% |
| 12485 | 61 | 2.9% |
| 13806 | 59 | 2.8% |
| 20799 | 48 | 2.3% |
| 10296 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 84 | 3 | 0.1% |
| 402 | 10 | 0.5% |
| 2123 | 2 | 0.1% |
| 2249 | 20 | 0.9% |
| 4894 | 79 | 3.7% |
| 6104 | 3 | 0.1% |
| 7366 | 203 | |
| 8743 | 8 | 0.4% |
| 9508 | 6 | 0.3% |
| 9725 | 174 |
| Value | Count | Frequency (%) |
| 27357 | 33 | |
| 26409 | 15 | 0.7% |
| 25484 | 37 | |
| 24669 | 9 | 0.4% |
| 23853 | 5 | 0.2% |
| 22593 | 40 | |
| 22474 | 10 | 0.5% |
| 20799 | 48 | |
| 19588 | 8 | 0.4% |
| 19512 | 18 | 0.9% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11428.2131 |
| Minimum | 0 |
|---|---|
| Maximum | 25850 |
| Zeros | 7 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3758 |
| Q1 | 8889 |
| median | 10435 |
| Q3 | 13106 |
| 95-th percentile | 21424 |
| Maximum | 25850 |
| Range | 25850 |
| Interquartile range (IQR) | 4217 |
Descriptive statistics
| Standard deviation | 4849.232719 |
|---|---|
| Coefficient of variation (CV) | 0.424321167 |
| Kurtosis | 1.460319816 |
| Mean | 11428.2131 |
| Median Absolute Deviation (MAD) | 2671 |
| Skewness | 0.8524180702 |
| Sum | 24079245 |
| Variance | 23515057.96 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13106 | 434 | |
| 9609 | 245 | |
| 10435 | 243 | |
| 5510 | 203 | 9.6% |
| 8889 | 174 | 8.3% |
| 3758 | 79 | 3.7% |
| 11712 | 61 | 2.9% |
| 12682 | 59 | 2.8% |
| 18656 | 48 | 2.3% |
| 8714 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 0 | 7 | 0.3% |
| 84 | 3 | 0.1% |
| 192 | 10 | 0.5% |
| 1956 | 20 | 0.9% |
| 2111 | 2 | 0.1% |
| 3758 | 79 | 3.7% |
| 5510 | 203 | |
| 5948 | 3 | 0.1% |
| 8243 | 8 | 0.4% |
| 8714 | 47 | 2.2% |
| Value | Count | Frequency (%) |
| 25850 | 33 | |
| 25432 | 15 | 0.7% |
| 24546 | 37 | |
| 24166 | 9 | 0.4% |
| 22188 | 5 | 0.2% |
| 21424 | 10 | 0.5% |
| 21343 | 40 | |
| 18656 | 48 | |
| 18505 | 18 | 0.9% |
| 18329 | 8 | 0.4% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1465.820598 |
| Minimum | 0 |
|---|---|
| Maximum | 2175 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 503 |
| Q1 | 1040 |
| median | 1365 |
| Q3 | 1856 |
| 95-th percentile | 2175 |
| Maximum | 2175 |
| Range | 2175 |
| Interquartile range (IQR) | 816 |
Descriptive statistics
| Standard deviation | 556.9402556 |
|---|---|
| Coefficient of variation (CV) | 0.379951173 |
| Kurtosis | -1.079396725 |
| Mean | 1465.820598 |
| Median Absolute Deviation (MAD) | 491 |
| Skewness | -0.2193887858 |
| Sum | 3088484 |
| Variance | 310182.4483 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2175 | 434 | |
| 1182 | 245 | |
| 1839 | 243 | |
| 1856 | 203 | 9.6% |
| 836 | 174 | 8.3% |
| 1136 | 79 | 3.7% |
| 773 | 61 | 2.9% |
| 1124 | 59 | 2.8% |
| 2143 | 48 | 2.3% |
| 1582 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 12 | 2 | 0.1% |
| 156 | 3 | 0.1% |
| 210 | 10 | |
| 244 | 7 | 0.3% |
| 258 | 6 | 0.3% |
| 293 | 20 | |
| 399 | 24 | |
| 414 | 6 | 0.3% |
| 451 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 2175 | 434 | |
| 2143 | 48 | 2.3% |
| 1966 | 17 | 0.8% |
| 1856 | 203 | |
| 1839 | 243 | |
| 1665 | 5 | 0.2% |
| 1582 | 47 | 2.2% |
| 1507 | 33 | 1.6% |
| 1490 | 15 | 0.7% |
| 1365 | 16 | 0.8% |
| Distinct | 23 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.938300902 |
| Minimum | 2.8 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 2.8 |
|---|---|
| 5-th percentile | 3.3 |
| Q1 | 4.4 |
| median | 5.2 |
| Q3 | 5.4 |
| 95-th percentile | 6.1 |
| Maximum | 8 |
| Range | 5.2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8417182482 |
|---|---|
| Coefficient of variation (CV) | 0.1704469341 |
| Kurtosis | 0.4907068233 |
| Mean | 4.938300902 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | -0.2921304106 |
| Sum | 10405 |
| Variance | 0.7084896093 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.4 | 495 | |
| 5.4 | 321 | |
| 5.6 | 262 | |
| 3.3 | 245 | |
| 5.2 | 183 | 8.7% |
| 4.9 | 179 | 8.5% |
| 5 | 76 | 3.6% |
| 5.8 | 72 | 3.4% |
| 5.3 | 49 | 2.3% |
| 5.9 | 33 | 1.6% |
| Other values (13) | 192 | 9.1% |
| Value | Count | Frequency (%) |
| 2.8 | 10 | 0.5% |
| 3.3 | 245 | |
| 4.4 | 495 | |
| 4.8 | 28 | 1.3% |
| 4.9 | 179 | 8.5% |
| 5 | 76 | 3.6% |
| 5.2 | 183 | 8.7% |
| 5.3 | 49 | 2.3% |
| 5.4 | 321 | |
| 5.5 | 25 | 1.2% |
| Value | Count | Frequency (%) |
| 8 | 4 | 0.2% |
| 7.7 | 5 | 0.2% |
| 7.6 | 6 | 0.3% |
| 7.1 | 11 | 0.5% |
| 6.6 | 10 | 0.5% |
| 6.4 | 24 | |
| 6.3 | 22 | |
| 6.2 | 22 | |
| 6.1 | 15 | |
| 5.9 | 33 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4502.81253 |
| Minimum | 0 |
|---|---|
| Maximum | 18881 |
| Zeros | 10 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1224 |
| Q1 | 1949 |
| median | 2712 |
| Q3 | 5158 |
| 95-th percentile | 12422 |
| Maximum | 18881 |
| Range | 18881 |
| Interquartile range (IQR) | 3209 |
Descriptive statistics
| Standard deviation | 3718.395113 |
|---|---|
| Coefficient of variation (CV) | 0.8257938986 |
| Kurtosis | 2.793986328 |
| Mean | 4502.81253 |
| Median Absolute Deviation (MAD) | 821 |
| Skewness | 1.74753264 |
| Sum | 9487426 |
| Variance | 13826462.22 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2215 | 434 | |
| 1891 | 245 | |
| 5060 | 243 | |
| 1949 | 203 | 9.6% |
| 2712 | 174 | 8.3% |
| 1224 | 79 | 3.7% |
| 3950 | 61 | 2.9% |
| 8097 | 59 | 2.8% |
| 11435 | 48 | 2.3% |
| 3464 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.5% |
| 40 | 3 | 0.1% |
| 401 | 20 | 0.9% |
| 1224 | 79 | 3.7% |
| 1398 | 2 | 0.1% |
| 1891 | 245 | |
| 1949 | 203 | |
| 2215 | 434 | |
| 2712 | 174 | |
| 3309 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 18881 | 15 | 0.7% |
| 16882 | 9 | 0.4% |
| 16565 | 33 | |
| 14855 | 37 | |
| 13597 | 4 | 0.2% |
| 12422 | 10 | 0.5% |
| 12188 | 5 | 0.2% |
| 11435 | 48 | |
| 10782 | 5 | 0.2% |
| 10487 | 11 | 0.5% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6977.839108 |
| Minimum | 44 |
|---|---|
| Maximum | 12848 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 2534 |
| Q1 | 5205 |
| median | 6321 |
| Q3 | 9285 |
| 95-th percentile | 10891 |
| Maximum | 12848 |
| Range | 12804 |
| Interquartile range (IQR) | 4080 |
Descriptive statistics
| Standard deviation | 2878.53187 |
|---|---|
| Coefficient of variation (CV) | 0.4125248269 |
| Kurtosis | -0.9250081699 |
| Mean | 6977.839108 |
| Median Absolute Deviation (MAD) | 1826 |
| Skewness | 0.09197198892 |
| Sum | 14702307 |
| Variance | 8285945.729 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10891 | 434 | |
| 7718 | 245 | |
| 5375 | 243 | |
| 3561 | 203 | 9.6% |
| 6177 | 174 | 8.3% |
| 2534 | 79 | 3.7% |
| 7762 | 61 | 2.9% |
| 4585 | 59 | 2.8% |
| 7221 | 48 | 2.3% |
| 5250 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 44 | 3 | 0.1% |
| 192 | 10 | 0.5% |
| 713 | 2 | 0.1% |
| 1330 | 4 | 0.2% |
| 1555 | 20 | 0.9% |
| 1729 | 6 | 0.3% |
| 1910 | 5 | 0.2% |
| 2056 | 7 | 0.3% |
| 2534 | 79 | |
| 2639 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 12848 | 40 | 1.9% |
| 11406 | 5 | 0.2% |
| 11025 | 8 | 0.4% |
| 10891 | 434 | |
| 9691 | 37 | 1.8% |
| 9285 | 33 | 1.6% |
| 9261 | 16 | 0.8% |
| 9002 | 10 | 0.5% |
| 8874 | 28 | 1.3% |
| 8569 | 17 | 0.8% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 231286.3787 |
| Minimum | 0 |
|---|---|
| Maximum | 381300 |
| Zeros | 10 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 102700 |
| Q1 | 197400 |
| median | 246800 |
| Q3 | 258900 |
| 95-th percentile | 329200 |
| Maximum | 381300 |
| Range | 381300 |
| Interquartile range (IQR) | 61500 |
Descriptive statistics
| Standard deviation | 74151.7919 |
|---|---|
| Coefficient of variation (CV) | 0.3206059618 |
| Kurtosis | 0.1341096949 |
| Mean | 231286.3787 |
| Median Absolute Deviation (MAD) | 49400 |
| Skewness | -0.3949409485 |
| Sum | 487320400 |
| Variance | 5498488243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 258900 | 434 | |
| 324000 | 245 | |
| 197400 | 243 | |
| 211600 | 203 | 9.6% |
| 246800 | 174 | 8.3% |
| 188900 | 79 | 3.7% |
| 381300 | 61 | 2.9% |
| 285800 | 59 | 2.8% |
| 102700 | 48 | 2.3% |
| 58200 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.5% |
| 58200 | 47 | |
| 68300 | 20 | |
| 84700 | 15 | 0.7% |
| 86300 | 10 | 0.5% |
| 102700 | 48 | |
| 103200 | 16 | 0.8% |
| 104700 | 8 | 0.4% |
| 114500 | 47 | |
| 117300 | 17 | 0.8% |
| Value | Count | Frequency (%) |
| 381300 | 61 | 2.9% |
| 372300 | 10 | 0.5% |
| 371000 | 11 | 0.5% |
| 355500 | 10 | 0.5% |
| 348100 | 4 | 0.2% |
| 338600 | 6 | 0.3% |
| 329200 | 13 | 0.6% |
| 324000 | 245 | |
| 306300 | 22 | 1.0% |
| 285800 | 59 | 2.8% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1598.089226 |
| Minimum | 0 |
|---|---|
| Maximum | 2461 |
| Zeros | 10 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1087 |
| Q1 | 1441 |
| median | 1613 |
| Q3 | 1747 |
| 95-th percentile | 2139 |
| Maximum | 2461 |
| Range | 2461 |
| Interquartile range (IQR) | 306 |
Descriptive statistics
| Standard deviation | 337.2733112 |
|---|---|
| Coefficient of variation (CV) | 0.2110478599 |
| Kurtosis | 1.89806885 |
| Mean | 1598.089226 |
| Median Absolute Deviation (MAD) | 172 |
| Skewness | -0.5917102735 |
| Sum | 3367174 |
| Variance | 113753.2864 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1747 | 434 | |
| 1975 | 245 | |
| 1441 | 243 | |
| 1492 | 203 | 9.6% |
| 1613 | 174 | 8.3% |
| 1149 | 79 | 3.7% |
| 2205 | 61 | 2.9% |
| 1730 | 59 | 2.8% |
| 1087 | 48 | 2.3% |
| 795 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.5% |
| 795 | 47 | |
| 922 | 10 | 0.5% |
| 983 | 16 | 0.8% |
| 1026 | 15 | 0.7% |
| 1087 | 48 | |
| 1102 | 17 | 0.8% |
| 1129 | 8 | 0.4% |
| 1135 | 28 | 1.3% |
| 1149 | 79 |
| Value | Count | Frequency (%) |
| 2461 | 11 | 0.5% |
| 2410 | 10 | 0.5% |
| 2311 | 6 | 0.3% |
| 2286 | 13 | 0.6% |
| 2283 | 4 | 0.2% |
| 2205 | 61 | 2.9% |
| 2139 | 10 | 0.5% |
| 2055 | 22 | 1.0% |
| 1975 | 245 | |
| 1800 | 18 | 0.9% |
| Distinct | 42 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1009.343617 |
| Minimum | 554 |
|---|---|
| Maximum | 1478 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 554 |
|---|---|
| 5-th percentile | 744 |
| Q1 | 908 |
| median | 994 |
| Q3 | 1094 |
| 95-th percentile | 1215 |
| Maximum | 1478 |
| Range | 924 |
| Interquartile range (IQR) | 186 |
Descriptive statistics
| Standard deviation | 156.5183896 |
|---|---|
| Coefficient of variation (CV) | 0.1550694798 |
| Kurtosis | -0.2786472845 |
| Mean | 1009.343617 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | -0.4299600086 |
| Sum | 2126687 |
| Variance | 24498.00628 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1094 | 434 | |
| 1215 | 245 | |
| 994 | 243 | |
| 755 | 203 | |
| 976 | 174 | 8.3% |
| 744 | 79 | 3.7% |
| 998 | 66 | 3.1% |
| 1151 | 61 | 2.9% |
| 908 | 48 | 2.3% |
| 960 | 47 | 2.2% |
| Other values (32) | 507 |
| Value | Count | Frequency (%) |
| 554 | 20 | 0.9% |
| 623 | 10 | 0.5% |
| 744 | 79 | 3.7% |
| 755 | 203 | |
| 827 | 16 | 0.8% |
| 845 | 15 | 0.7% |
| 864 | 8 | 0.4% |
| 871 | 47 | 2.2% |
| 872 | 28 | 1.3% |
| 879 | 40 | 1.9% |
| Value | Count | Frequency (%) |
| 1478 | 2 | 0.1% |
| 1393 | 10 | 0.5% |
| 1304 | 5 | 0.2% |
| 1244 | 22 | 1.0% |
| 1243 | 11 | 0.5% |
| 1217 | 6 | 0.3% |
| 1215 | 245 | |
| 1204 | 13 | 0.6% |
| 1178 | 18 | 0.9% |
| 1166 | 9 | 0.4% |
| Distinct | 41 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66436.30755 |
| Minimum | 0 |
|---|---|
| Maximum | 111800 |
| Zeros | 10 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14100 |
| Q1 | 55200 |
| median | 69300 |
| Q3 | 100300 |
| 95-th percentile | 108800 |
| Maximum | 111800 |
| Range | 111800 |
| Interquartile range (IQR) | 45100 |
Descriptive statistics
| Standard deviation | 29890.0749 |
|---|---|
| Coefficient of variation (CV) | 0.4499057218 |
| Kurtosis | -0.6844096425 |
| Mean | 66436.30755 |
| Median Absolute Deviation (MAD) | 23200 |
| Skewness | -0.2260102457 |
| Sum | 139981300 |
| Variance | 893416577.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55200 | 434 | |
| 69300 | 245 | |
| 100300 | 243 | |
| 108800 | 203 | 9.6% |
| 70000 | 174 | 8.3% |
| 102500 | 79 | 3.7% |
| 111800 | 61 | 2.9% |
| 74600 | 59 | 2.8% |
| 34800 | 52 | 2.5% |
| 18100 | 48 | 2.3% |
| Other values (31) | 509 |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.5% |
| 700 | 47 | |
| 5700 | 15 | 0.7% |
| 6000 | 10 | 0.5% |
| 11700 | 8 | 0.4% |
| 14100 | 20 | |
| 16700 | 16 | 0.8% |
| 18100 | 48 | |
| 19000 | 17 | 0.8% |
| 23000 | 40 |
| Value | Count | Frequency (%) |
| 111800 | 61 | 2.9% |
| 108800 | 203 | |
| 102500 | 79 | 3.7% |
| 100300 | 243 | |
| 97900 | 10 | 0.5% |
| 78300 | 35 | 1.7% |
| 74600 | 59 | 2.8% |
| 74100 | 19 | 0.9% |
| 70700 | 10 | 0.5% |
| 70000 | 174 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12549.06834 |
| Minimum | 40 |
|---|---|
| Maximum | 25373 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 4912 |
| Q1 | 9281 |
| median | 12275 |
| Q3 | 15115 |
| 95-th percentile | 22356 |
| Maximum | 25373 |
| Range | 25333 |
| Interquartile range (IQR) | 5834 |
Descriptive statistics
| Standard deviation | 4638.460403 |
|---|---|
| Coefficient of variation (CV) | 0.3696258779 |
| Kurtosis | 0.5758682795 |
| Mean | 12549.06834 |
| Median Absolute Deviation (MAD) | 2840 |
| Skewness | 0.5208023796 |
| Sum | 26440887 |
| Variance | 21515314.91 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15115 | 434 | |
| 9281 | 245 | |
| 12275 | 243 | |
| 7271 | 203 | 9.6% |
| 10551 | 174 | 8.3% |
| 4912 | 79 | 3.7% |
| 11156 | 61 | 2.9% |
| 13162 | 59 | 2.8% |
| 20172 | 48 | 2.3% |
| 10527 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 40 | 3 | 0.1% |
| 387 | 10 | 0.5% |
| 1659 | 2 | 0.1% |
| 1838 | 20 | 0.9% |
| 4912 | 79 | 3.7% |
| 5947 | 3 | 0.1% |
| 7271 | 203 | |
| 8627 | 8 | 0.4% |
| 8871 | 10 | 0.5% |
| 9028 | 6 | 0.3% |
| Value | Count | Frequency (%) |
| 25373 | 15 | 0.7% |
| 24515 | 33 | |
| 23752 | 5 | 0.2% |
| 22879 | 37 | |
| 22715 | 9 | 0.4% |
| 22356 | 10 | 0.5% |
| 22243 | 40 | |
| 20267 | 8 | 0.4% |
| 20172 | 48 | |
| 19255 | 17 | 0.8% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10558.89938 |
| Minimum | 40 |
|---|---|
| Maximum | 23195 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 3429 |
| Q1 | 8170 |
| median | 9783 |
| Q3 | 11508 |
| 95-th percentile | 21206 |
| Maximum | 23195 |
| Range | 23155 |
| Interquartile range (IQR) | 3338 |
Descriptive statistics
| Standard deviation | 4379.089129 |
|---|---|
| Coefficient of variation (CV) | 0.4147296958 |
| Kurtosis | 1.434273787 |
| Mean | 10558.89938 |
| Median Absolute Deviation (MAD) | 1725 |
| Skewness | 0.8733519097 |
| Sum | 22247601 |
| Variance | 19176421.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11508 | 434 | |
| 8170 | 245 | |
| 9783 | 243 | |
| 5205 | 203 | 9.6% |
| 9707 | 174 | 8.3% |
| 3429 | 79 | 3.7% |
| 9693 | 61 | 2.9% |
| 12323 | 59 | 2.8% |
| 17185 | 48 | 2.3% |
| 8079 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 40 | 3 | 0.1% |
| 279 | 10 | 0.5% |
| 1307 | 20 | 0.9% |
| 1567 | 2 | 0.1% |
| 3429 | 79 | 3.7% |
| 5205 | 203 | |
| 5403 | 3 | 0.1% |
| 7812 | 8 | 0.4% |
| 8079 | 47 | 2.2% |
| 8170 | 245 |
| Value | Count | Frequency (%) |
| 23195 | 33 | |
| 23044 | 15 | 0.7% |
| 22120 | 37 | |
| 21992 | 9 | 0.4% |
| 21228 | 5 | 0.2% |
| 21206 | 10 | 0.5% |
| 20011 | 40 | |
| 17941 | 18 | 0.9% |
| 17430 | 8 | 0.4% |
| 17185 | 48 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1990.168961 |
| Minimum | 0 |
|---|---|
| Maximum | 3695 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 610 |
| Q1 | 1111 |
| median | 2066 |
| Q3 | 2524 |
| 95-th percentile | 3607 |
| Maximum | 3695 |
| Range | 3695 |
| Interquartile range (IQR) | 1413 |
Descriptive statistics
| Standard deviation | 1066.566256 |
|---|---|
| Coefficient of variation (CV) | 0.5359174407 |
| Kurtosis | -1.218428439 |
| Mean | 1990.168961 |
| Median Absolute Deviation (MAD) | 955 |
| Skewness | 0.2844942389 |
| Sum | 4193286 |
| Variance | 1137563.578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3607 | 434 | |
| 1111 | 245 | |
| 2492 | 243 | |
| 2066 | 203 | 9.6% |
| 844 | 174 | 8.3% |
| 1483 | 79 | 3.7% |
| 1463 | 61 | 2.9% |
| 839 | 59 | 2.8% |
| 2987 | 48 | 2.3% |
| 2448 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 92 | 2 | 0.1% |
| 108 | 10 | |
| 240 | 7 | 0.3% |
| 293 | 24 | |
| 333 | 6 | 0.3% |
| 404 | 10 | |
| 421 | 13 | |
| 473 | 6 | 0.3% |
| 531 | 20 |
| Value | Count | Frequency (%) |
| 3695 | 17 | 0.8% |
| 3607 | 434 | |
| 2987 | 48 | 2.3% |
| 2837 | 8 | 0.4% |
| 2602 | 16 | 0.8% |
| 2524 | 5 | 0.2% |
| 2493 | 15 | 0.7% |
| 2492 | 243 | |
| 2448 | 47 | 2.2% |
| 2329 | 15 | 0.7% |
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.036260085 |
| Minimum | 3.2 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 3.2 |
|---|---|
| 5-th percentile | 3.3 |
| Q1 | 4.6 |
| median | 5.1 |
| Q3 | 5.7 |
| 95-th percentile | 6.1 |
| Maximum | 8 |
| Range | 4.8 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 0.8454418675 |
|---|---|
| Coefficient of variation (CV) | 0.1678709704 |
| Kurtosis | 0.6203784297 |
| Mean | 5.036260085 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.4224806546 |
| Sum | 10611.4 |
| Variance | 0.7147719513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.6 | 434 | |
| 5.7 | 271 | |
| 5.1 | 261 | |
| 5.5 | 260 | |
| 3.3 | 245 | |
| 5.3 | 136 | 6.5% |
| 5 | 103 | 4.9% |
| 5.8 | 72 | 3.4% |
| 4.5 | 61 | 2.9% |
| 6.1 | 52 | 2.5% |
| Other values (15) | 212 |
| Value | Count | Frequency (%) |
| 3.2 | 10 | 0.5% |
| 3.3 | 245 | |
| 4.5 | 61 | 2.9% |
| 4.6 | 434 | |
| 4.8 | 28 | 1.3% |
| 4.9 | 5 | 0.2% |
| 5 | 103 | 4.9% |
| 5.1 | 261 | |
| 5.2 | 12 | 0.6% |
| 5.3 | 136 | 6.5% |
| Value | Count | Frequency (%) |
| 8 | 4 | 0.2% |
| 7.5 | 5 | 0.2% |
| 7.4 | 11 | 0.5% |
| 7.3 | 6 | 0.3% |
| 6.9 | 10 | 0.5% |
| 6.6 | 22 | |
| 6.4 | 24 | |
| 6.2 | 3 | 0.1% |
| 6.1 | 52 | |
| 6 | 15 | 0.7% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4212.401993 |
| Minimum | 0 |
|---|---|
| Maximum | 16441 |
| Zeros | 10 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 822 |
| Q1 | 1791 |
| median | 3205 |
| Q3 | 4688 |
| 95-th percentile | 11971 |
| Maximum | 16441 |
| Range | 16441 |
| Interquartile range (IQR) | 2897 |
Descriptive statistics
| Standard deviation | 3413.937748 |
|---|---|
| Coefficient of variation (CV) | 0.8104491815 |
| Kurtosis | 2.409681223 |
| Mean | 4212.401993 |
| Median Absolute Deviation (MAD) | 1414 |
| Skewness | 1.66096457 |
| Sum | 8875531 |
| Variance | 11654970.95 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2080 | 434 | |
| 1728 | 245 | |
| 4491 | 243 | |
| 1791 | 203 | 9.6% |
| 3205 | 174 | 8.3% |
| 822 | 79 | 3.7% |
| 3749 | 61 | 2.9% |
| 7878 | 59 | 2.8% |
| 9933 | 48 | 2.3% |
| 3022 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.5% |
| 27 | 3 | 0.1% |
| 442 | 20 | 0.9% |
| 822 | 79 | 3.7% |
| 1378 | 2 | 0.1% |
| 1728 | 245 | |
| 1791 | 203 | |
| 2080 | 434 | |
| 3022 | 47 | 2.2% |
| 3205 | 174 |
| Value | Count | Frequency (%) |
| 16441 | 15 | 0.7% |
| 16030 | 9 | 0.4% |
| 14504 | 33 | |
| 14496 | 37 | |
| 12458 | 4 | 0.2% |
| 11971 | 10 | 0.5% |
| 11356 | 5 | 0.2% |
| 10315 | 11 | 0.5% |
| 9933 | 48 | |
| 9659 | 22 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6346.49739 |
| Minimum | 13 |
|---|---|
| Maximum | 12043 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 2607 |
| Q1 | 5039 |
| median | 6442 |
| Q3 | 8691 |
| 95-th percentile | 9428 |
| Maximum | 12043 |
| Range | 12030 |
| Interquartile range (IQR) | 3652 |
Descriptive statistics
| Standard deviation | 2436.373373 |
|---|---|
| Coefficient of variation (CV) | 0.3838925982 |
| Kurtosis | -0.6035342272 |
| Mean | 6346.49739 |
| Median Absolute Deviation (MAD) | 1997 |
| Skewness | 0.02422543629 |
| Sum | 13372070 |
| Variance | 5935915.211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9428 | 434 | |
| 6442 | 245 | |
| 5292 | 243 | |
| 3414 | 203 | 9.6% |
| 6502 | 174 | 8.3% |
| 2607 | 79 | 3.7% |
| 5944 | 61 | 2.9% |
| 4445 | 59 | 2.8% |
| 7252 | 48 | 2.3% |
| 5057 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 13 | 3 | 0.1% |
| 189 | 2 | 0.1% |
| 279 | 10 | |
| 865 | 20 | |
| 1655 | 4 | 0.2% |
| 1712 | 6 | 0.3% |
| 2041 | 3 | 0.1% |
| 2113 | 10 | |
| 2308 | 5 | 0.2% |
| 2586 | 7 | 0.3% |
| Value | Count | Frequency (%) |
| 12043 | 5 | 0.2% |
| 11862 | 40 | 1.9% |
| 10197 | 8 | 0.4% |
| 9428 | 434 | |
| 9235 | 10 | 0.5% |
| 9228 | 28 | 1.3% |
| 8691 | 33 | 1.6% |
| 8536 | 18 | 0.9% |
| 8408 | 16 | 0.8% |
| 8010 | 17 | 0.8% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164850.0712 |
| Minimum | 0 |
|---|---|
| Maximum | 310000 |
| Zeros | 10 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 82800 |
| Q1 | 97100 |
| median | 176800 |
| Q3 | 203700 |
| 95-th percentile | 255100 |
| Maximum | 310000 |
| Range | 310000 |
| Interquartile range (IQR) | 106600 |
Descriptive statistics
| Standard deviation | 66236.40855 |
|---|---|
| Coefficient of variation (CV) | 0.4017978765 |
| Kurtosis | -1.201567415 |
| Mean | 164850.0712 |
| Median Absolute Deviation (MAD) | 74000 |
| Skewness | 0.001259986429 |
| Sum | 347339100 |
| Variance | 4387261817 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 203700 | 434 | |
| 254700 | 245 | |
| 97100 | 243 | |
| 102800 | 203 | 9.6% |
| 176800 | 174 | 8.3% |
| 86400 | 79 | 3.7% |
| 269500 | 61 | 2.9% |
| 211200 | 59 | 2.8% |
| 84600 | 48 | 2.3% |
| 57500 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.5% |
| 54200 | 20 | 0.9% |
| 57500 | 47 | |
| 79000 | 15 | 0.7% |
| 80300 | 10 | 0.5% |
| 82800 | 47 | |
| 84600 | 48 | |
| 86400 | 79 | |
| 86500 | 16 | 0.8% |
| 93000 | 8 | 0.4% |
| Value | Count | Frequency (%) |
| 310000 | 11 | 0.5% |
| 302000 | 4 | 0.2% |
| 301600 | 10 | 0.5% |
| 269500 | 61 | 2.9% |
| 264500 | 6 | 0.3% |
| 257600 | 10 | 0.5% |
| 255100 | 13 | 0.6% |
| 254700 | 245 | |
| 239600 | 22 | 1.0% |
| 220200 | 24 | 1.1% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1441.24205 |
| Minimum | 0 |
|---|---|
| Maximum | 2346 |
| Zeros | 10 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 999 |
| Q1 | 1200 |
| median | 1452 |
| Q3 | 1575 |
| 95-th percentile | 1975 |
| Maximum | 2346 |
| Range | 2346 |
| Interquartile range (IQR) | 375 |
Descriptive statistics
| Standard deviation | 334.7007157 |
|---|---|
| Coefficient of variation (CV) | 0.2322307455 |
| Kurtosis | 0.7317620013 |
| Mean | 1441.24205 |
| Median Absolute Deviation (MAD) | 238 |
| Skewness | -0.04525800612 |
| Sum | 3036697 |
| Variance | 112024.5691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1554 | 434 | |
| 1975 | 245 | |
| 1214 | 243 | |
| 1120 | 203 | 9.6% |
| 1449 | 174 | 8.3% |
| 1200 | 79 | 3.7% |
| 1879 | 61 | 2.9% |
| 1575 | 59 | 2.8% |
| 1039 | 48 | 2.3% |
| 853 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.5% |
| 774 | 20 | |
| 853 | 47 | |
| 993 | 16 | 0.8% |
| 999 | 15 | 0.7% |
| 1020 | 10 | 0.5% |
| 1039 | 48 | |
| 1062 | 47 | |
| 1087 | 17 | 0.8% |
| 1112 | 28 |
| Value | Count | Frequency (%) |
| 2346 | 10 | 0.5% |
| 2187 | 11 | 0.5% |
| 2164 | 4 | 0.2% |
| 2149 | 13 | 0.6% |
| 2037 | 6 | 0.3% |
| 1975 | 245 | |
| 1879 | 61 | 2.9% |
| 1816 | 22 | 1.0% |
| 1720 | 10 | 0.5% |
| 1705 | 5 | 0.2% |
| Distinct | 43 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 838.9159943 |
| Minimum | 599 |
|---|---|
| Maximum | 1289 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 599 |
|---|---|
| 5-th percentile | 690 |
| Q1 | 795 |
| median | 854 |
| Q3 | 861 |
| 95-th percentile | 994 |
| Maximum | 1289 |
| Range | 690 |
| Interquartile range (IQR) | 66 |
Descriptive statistics
| Standard deviation | 96.85159669 |
|---|---|
| Coefficient of variation (CV) | 0.1154485042 |
| Kurtosis | 1.484050833 |
| Mean | 838.9159943 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 0.0453950055 |
| Sum | 1767596 |
| Variance | 9380.231781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 858 | 434 | |
| 920 | 245 | |
| 854 | 243 | |
| 690 | 203 | 9.6% |
| 851 | 174 | 8.3% |
| 623 | 79 | 3.7% |
| 861 | 61 | 2.9% |
| 823 | 59 | 2.8% |
| 821 | 48 | 2.3% |
| 795 | 47 | 2.2% |
| Other values (33) | 514 |
| Value | Count | Frequency (%) |
| 599 | 10 | 0.5% |
| 623 | 79 | 3.7% |
| 678 | 16 | 0.8% |
| 690 | 203 | |
| 719 | 20 | 0.9% |
| 734 | 15 | 0.7% |
| 737 | 8 | 0.4% |
| 762 | 47 | 2.2% |
| 763 | 40 | 1.9% |
| 771 | 28 | 1.3% |
| Value | Count | Frequency (%) |
| 1289 | 2 | 0.1% |
| 1218 | 10 | 0.5% |
| 1111 | 11 | 0.5% |
| 1083 | 3 | 0.1% |
| 1072 | 13 | 0.6% |
| 1030 | 4 | 0.2% |
| 1018 | 27 | |
| 1009 | 24 | |
| 994 | 33 | |
| 985 | 37 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53148.78405 |
| Minimum | 14455 |
|---|---|
| Maximum | 135179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 14455 |
|---|---|
| 5-th percentile | 34884 |
| Q1 | 36418 |
| median | 56332 |
| Q3 | 64368 |
| 95-th percentile | 84363 |
| Maximum | 135179 |
| Range | 120724 |
| Interquartile range (IQR) | 27950 |
Descriptive statistics
| Standard deviation | 18816.70333 |
|---|---|
| Coefficient of variation (CV) | 0.3540382656 |
| Kurtosis | 1.632643257 |
| Mean | 53148.78405 |
| Median Absolute Deviation (MAD) | 15773 |
| Skewness | 0.9812547724 |
| Sum | 111984488 |
| Variance | 354068324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34884 | 434 | |
| 64368 | 245 | |
| 59082 | 243 | |
| 40559 | 203 | 9.6% |
| 56332 | 174 | 8.3% |
| 36418 | 79 | 3.7% |
| 66326 | 61 | 2.9% |
| 76831 | 59 | 2.8% |
| 50582 | 48 | 2.3% |
| 28610 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 14455 | 20 | 0.9% |
| 19107 | 10 | 0.5% |
| 28610 | 47 | 2.2% |
| 34884 | 434 | |
| 36418 | 79 | 3.7% |
| 39038 | 16 | 0.8% |
| 40172 | 47 | 2.2% |
| 40353 | 10 | 0.5% |
| 40559 | 203 | |
| 41292 | 15 | 0.7% |
| Value | Count | Frequency (%) |
| 135179 | 4 | 0.2% |
| 133643 | 6 | 0.3% |
| 119947 | 10 | |
| 111250 | 11 | |
| 107400 | 5 | 0.2% |
| 96233 | 22 | |
| 93953 | 24 | |
| 93056 | 13 | |
| 93036 | 9 | 0.4% |
| 84363 | 7 | 0.3% |
| Distinct | 43 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68571.77266 |
| Minimum | 0 |
|---|---|
| Maximum | 150008 |
| Zeros | 23 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 35137 |
| Q1 | 47014 |
| median | 63346 |
| Q3 | 92708 |
| 95-th percentile | 119688 |
| Maximum | 150008 |
| Range | 150008 |
| Interquartile range (IQR) | 45694 |
Descriptive statistics
| Standard deviation | 28820.1659 |
|---|---|
| Coefficient of variation (CV) | 0.420291977 |
| Kurtosis | 0.1810634908 |
| Mean | 68571.77266 |
| Median Absolute Deviation (MAD) | 17115 |
| Skewness | 0.7350984538 |
| Sum | 144480725 |
| Variance | 830601962.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47014 | 434 | |
| 92708 | 245 | |
| 63346 | 243 | |
| 44420 | 203 | 9.6% |
| 80461 | 174 | 8.3% |
| 35137 | 79 | 3.7% |
| 144167 | 61 | 2.9% |
| 101544 | 59 | 2.8% |
| 62298 | 48 | 2.3% |
| 48690 | 47 | 2.2% |
| Other values (33) | 514 |
| Value | Count | Frequency (%) |
| 0 | 23 | 1.1% |
| 32010 | 47 | 2.2% |
| 32292 | 10 | 0.5% |
| 35137 | 79 | 3.7% |
| 44420 | 203 | |
| 45010 | 16 | 0.8% |
| 46072 | 10 | 0.5% |
| 47014 | 434 | |
| 47221 | 8 | 0.4% |
| 47624 | 15 | 0.7% |
| Value | Count | Frequency (%) |
| 150008 | 4 | 0.2% |
| 148495 | 10 | 0.5% |
| 144204 | 6 | 0.3% |
| 144167 | 61 | |
| 133848 | 11 | 0.5% |
| 122970 | 13 | 0.6% |
| 119688 | 22 | 1.0% |
| 114258 | 24 | 1.1% |
| 113666 | 10 | 0.5% |
| 113540 | 5 | 0.2% |
| Distinct | 43 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42337.00712 |
| Minimum | 16326 |
|---|---|
| Maximum | 115542 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 16326 |
|---|---|
| 5-th percentile | 21083 |
| Q1 | 25322 |
| median | 43810 |
| Q3 | 52178 |
| 95-th percentile | 75008 |
| Maximum | 115542 |
| Range | 99216 |
| Interquartile range (IQR) | 26856 |
Descriptive statistics
| Standard deviation | 17512.71802 |
|---|---|
| Coefficient of variation (CV) | 0.4136503549 |
| Kurtosis | 1.464837767 |
| Mean | 42337.00712 |
| Median Absolute Deviation (MAD) | 13319 |
| Skewness | 1.106515553 |
| Sum | 89204074 |
| Variance | 306695292.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25322 | 434 | |
| 52178 | 245 | |
| 43810 | 243 | |
| 30491 | 203 | 9.6% |
| 45152 | 174 | 8.3% |
| 20904 | 79 | 3.7% |
| 58080 | 61 | 2.9% |
| 65288 | 59 | 2.8% |
| 38842 | 48 | 2.3% |
| 33473 | 47 | 2.2% |
| Other values (33) | 514 |
| Value | Count | Frequency (%) |
| 16326 | 10 | 0.5% |
| 20904 | 79 | 3.7% |
| 21083 | 20 | 0.9% |
| 23710 | 47 | 2.2% |
| 25322 | 434 | |
| 29167 | 15 | 0.7% |
| 30491 | 203 | |
| 33473 | 47 | 2.2% |
| 33487 | 16 | 0.8% |
| 34483 | 10 | 0.5% |
| Value | Count | Frequency (%) |
| 115542 | 4 | 0.2% |
| 109764 | 10 | 0.5% |
| 105977 | 6 | 0.3% |
| 98023 | 11 | 0.5% |
| 87158 | 18 | |
| 85095 | 22 | |
| 81949 | 2 | 0.1% |
| 77013 | 9 | 0.4% |
| 76190 | 24 | |
| 72250 | 33 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64256.22449 |
| Minimum | 20208 |
|---|---|
| Maximum | 147702 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 20208 |
|---|---|
| 5-th percentile | 21750 |
| Q1 | 44618 |
| median | 51458 |
| Q3 | 88824 |
| 95-th percentile | 125239 |
| Maximum | 147702 |
| Range | 127494 |
| Interquartile range (IQR) | 44206 |
Descriptive statistics
| Standard deviation | 31859.43165 |
|---|---|
| Coefficient of variation (CV) | 0.4958186059 |
| Kurtosis | -0.5846984325 |
| Mean | 64256.22449 |
| Median Absolute Deviation (MAD) | 18615 |
| Skewness | 0.7579084398 |
| Sum | 135387865 |
| Variance | 1015023385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51458 | 434 | |
| 125239 | 245 | |
| 44618 | 243 | |
| 32843 | 203 | 9.6% |
| 72263 | 174 | 8.3% |
| 20208 | 79 | 3.7% |
| 104098 | 61 | 2.9% |
| 92175 | 59 | 2.8% |
| 45006 | 48 | 2.3% |
| 25253 | 47 | 2.2% |
| Other values (34) | 514 |
| Value | Count | Frequency (%) |
| 20208 | 79 | 3.7% |
| 21215 | 20 | 0.9% |
| 21750 | 10 | 0.5% |
| 25253 | 47 | 2.2% |
| 32843 | 203 | |
| 37020 | 15 | 0.7% |
| 37801 | 28 | 1.3% |
| 38807 | 10 | 0.5% |
| 39337 | 16 | 0.8% |
| 40010 | 47 | 2.2% |
| Value | Count | Frequency (%) |
| 147702 | 10 | 0.5% |
| 129804 | 4 | 0.2% |
| 125239 | 245 | |
| 112518 | 11 | 0.5% |
| 112276 | 6 | 0.3% |
| 105824 | 13 | 0.6% |
| 105450 | 22 | 1.0% |
| 104098 | 61 | 2.9% |
| 96475 | 5 | 0.2% |
| 95938 | 24 | 1.1% |
| Distinct | 33 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 194.2017086 |
| Minimum | 2 |
|---|---|
| Maximum | 434 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 47 |
| median | 203 |
| Q3 | 245 |
| 95-th percentile | 434 |
| Maximum | 434 |
| Range | 432 |
| Interquartile range (IQR) | 198 |
Descriptive statistics
| Standard deviation | 148.5859932 |
|---|---|
| Coefficient of variation (CV) | 0.7651116681 |
| Kurtosis | -1.067712342 |
| Mean | 194.2017086 |
| Median Absolute Deviation (MAD) | 144 |
| Skewness | 0.3985372298 |
| Sum | 409183 |
| Variance | 22077.79738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 434 | 434 | |
| 245 | 245 | |
| 243 | 243 | |
| 203 | 203 | |
| 174 | 174 | 8.3% |
| 47 | 94 | 4.5% |
| 79 | 79 | 3.7% |
| 61 | 61 | 2.9% |
| 59 | 59 | 2.8% |
| 10 | 50 | 2.4% |
| Other values (23) | 465 |
| Value | Count | Frequency (%) |
| 2 | 2 | 0.1% |
| 3 | 6 | 0.3% |
| 4 | 4 | 0.2% |
| 5 | 10 | 0.5% |
| 6 | 12 | 0.6% |
| 7 | 14 | 0.7% |
| 8 | 16 | 0.8% |
| 9 | 9 | 0.4% |
| 10 | 50 | |
| 11 | 11 | 0.5% |
| Value | Count | Frequency (%) |
| 434 | 434 | |
| 245 | 245 | |
| 243 | 243 | |
| 203 | 203 | |
| 174 | 174 | |
| 79 | 79 | 3.7% |
| 61 | 61 | 2.9% |
| 59 | 59 | 2.8% |
| 48 | 48 | 2.3% |
| 47 | 94 | 4.5% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2107 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 2 | 741 | |
| 1 | 500 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 2 | 741 | |
| 1 | 500 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 2 | 741 | |
| 1 | 500 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2107 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 2 | 741 | |
| 1 | 500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2107 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 2 | 741 | |
| 1 | 500 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2107 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 2 | 741 | |
| 1 | 500 |
Auto
The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| latitude | longitude | room_type | price | zipcode | zcta_housing_2020 | total_units_2020 | occupied_units_2020 | vacant_units_2020 | median_rooms_2020 | owner_occupied_units_2020 | rental_occupied_units_2020 | median_value_2020 | median_monthly_costs_2020 | median_rent_2020 | five_year_diff | total_units_2015 | occupied_units_2015 | vacant_units_2015 | median_rooms_2015 | owner_occupied_units_2015 | rental_occupied_units_2015 | median_value_2015 | median_monthly_costs_2015 | median_rent_2015 | median_household_income_2020 | median_family_income_2020 | median_household_income_2015 | median_family_income_2015 | zipcount | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 39.98394 | -83.00321 | 1 | 213 | 43201 | 43201 | 15281 | 13106.0 | 2175 | 4.4 | 2215 | 10891 | 258900.0 | 1747.0 | 1094 | 55200.0 | 15115.0 | 11508.0 | 3607.0 | 4.6 | 2080.0 | 9428.0 | 203700.0 | 1554.0 | 858.0 | 34884.0 | 47014.0 | 25322.0 | 51458.0 | 434 | 2 |
| 1 | 40.01243 | -83.00986 | 0 | 29 | 43202 | 43202 | 9725 | 8889.0 | 836 | 4.9 | 2712 | 6177 | 246800.0 | 1613.0 | 976 | 70000.0 | 10551.0 | 9707.0 | 844.0 | 5.1 | 3205.0 | 6502.0 | 176800.0 | 1449.0 | 851.0 | 56332.0 | 80461.0 | 45152.0 | 72263.0 | 174 | 2 |
| 2 | 39.96086 | -82.97968 | 0 | 100 | 43205 | 43205 | 7366 | 5510.0 | 1856 | 5.6 | 1949 | 3561 | 211600.0 | 1492.0 | 755 | 108800.0 | 7271.0 | 5205.0 | 2066.0 | 5.7 | 1791.0 | 3414.0 | 102800.0 | 1120.0 | 690.0 | 40559.0 | 44420.0 | 30491.0 | 32843.0 | 203 | 0 |
| 3 | 40.01259 | -83.00164 | 0 | 37 | 43202 | 43202 | 9725 | 8889.0 | 836 | 4.9 | 2712 | 6177 | 246800.0 | 1613.0 | 976 | 70000.0 | 10551.0 | 9707.0 | 844.0 | 5.1 | 3205.0 | 6502.0 | 176800.0 | 1449.0 | 851.0 | 56332.0 | 80461.0 | 45152.0 | 72263.0 | 174 | 2 |
| 4 | 40.01259 | -83.00164 | 0 | 72 | 43202 | 43202 | 9725 | 8889.0 | 836 | 4.9 | 2712 | 6177 | 246800.0 | 1613.0 | 976 | 70000.0 | 10551.0 | 9707.0 | 844.0 | 5.1 | 3205.0 | 6502.0 | 176800.0 | 1449.0 | 851.0 | 56332.0 | 80461.0 | 45152.0 | 72263.0 | 174 | 2 |
| 5 | 39.95223 | -82.99557 | 1 | 193 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 |
| 6 | 40.03828 | -83.01838 | 0 | 85 | 43214 | 43214 | 13806 | 12682.0 | 1124 | 5.6 | 8097 | 4585 | 285800.0 | 1730.0 | 998 | 74600.0 | 13162.0 | 12323.0 | 839.0 | 5.8 | 7878.0 | 4445.0 | 211200.0 | 1575.0 | 823.0 | 76831.0 | 101544.0 | 65288.0 | 92175.0 | 59 | 1 |
| 7 | 39.94700 | -82.99074 | 1 | 241 | 43206 | 43206 | 12274 | 10435.0 | 1839 | 5.4 | 5060 | 5375 | 197400.0 | 1441.0 | 994 | 100300.0 | 12275.0 | 9783.0 | 2492.0 | 5.5 | 4491.0 | 5292.0 | 97100.0 | 1214.0 | 854.0 | 59082.0 | 63346.0 | 43810.0 | 44618.0 | 243 | 0 |
| 8 | 40.03689 | -83.01830 | 0 | 85 | 43214 | 43214 | 13806 | 12682.0 | 1124 | 5.6 | 8097 | 4585 | 285800.0 | 1730.0 | 998 | 74600.0 | 13162.0 | 12323.0 | 839.0 | 5.8 | 7878.0 | 4445.0 | 211200.0 | 1575.0 | 823.0 | 76831.0 | 101544.0 | 65288.0 | 92175.0 | 59 | 1 |
| 9 | 40.01259 | -83.00164 | 0 | 40 | 43202 | 43202 | 9725 | 8889.0 | 836 | 4.9 | 2712 | 6177 | 246800.0 | 1613.0 | 976 | 70000.0 | 10551.0 | 9707.0 | 844.0 | 5.1 | 3205.0 | 6502.0 | 176800.0 | 1449.0 | 851.0 | 56332.0 | 80461.0 | 45152.0 | 72263.0 | 174 | 2 |
Last rows
| latitude | longitude | room_type | price | zipcode | zcta_housing_2020 | total_units_2020 | occupied_units_2020 | vacant_units_2020 | median_rooms_2020 | owner_occupied_units_2020 | rental_occupied_units_2020 | median_value_2020 | median_monthly_costs_2020 | median_rent_2020 | five_year_diff | total_units_2015 | occupied_units_2015 | vacant_units_2015 | median_rooms_2015 | owner_occupied_units_2015 | rental_occupied_units_2015 | median_value_2015 | median_monthly_costs_2015 | median_rent_2015 | median_household_income_2020 | median_family_income_2020 | median_household_income_2015 | median_family_income_2015 | zipcount | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2097 | 40.015440 | -82.966040 | 1 | 130 | 43224 | 43224 | 18950 | 17585.0 | 1365 | 5.0 | 8324 | 9261 | 103200.0 | 983.0 | 827 | 16700.0 | 18876.0 | 16274.0 | 2602.0 | 5.0 | 7866.0 | 8408.0 | 86500.0 | 993.0 | 678.0 | 39038.0 | 45010.0 | 33487.0 | 39337.0 | 16 | 0 |
| 2098 | 40.091990 | -83.123810 | 1 | 84 | 43017 | 43017 | 16228 | 15377.0 | 851 | 7.1 | 10487 | 4890 | 371000.0 | 2461.0 | 1243 | 61000.0 | 14865.0 | 14255.0 | 610.0 | 7.4 | 10315.0 | 3940.0 | 310000.0 | 2187.0 | 1111.0 | 111250.0 | 133848.0 | 98023.0 | 112518.0 | 11 | 1 |
| 2099 | 40.152940 | -83.003920 | 1 | 93 | 43035 | 43035 | 9508 | 9094.0 | 414 | 7.6 | 7365 | 1729 | 338600.0 | 2311.0 | 1217 | 74100.0 | 9028.0 | 8695.0 | 333.0 | 7.3 | 6983.0 | 1712.0 | 264500.0 | 2037.0 | 951.0 | 133643.0 | 144204.0 | 105977.0 | 112276.0 | 6 | 1 |
| 2100 | 39.963910 | -83.002510 | 1 | 53 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 |
| 2101 | 39.965710 | -83.003470 | 1 | 53 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 |
| 2102 | 39.979890 | -83.001570 | 1 | 75 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 |
| 2103 | 39.943780 | -82.984220 | 1 | 75 | 43206 | 43206 | 12274 | 10435.0 | 1839 | 5.4 | 5060 | 5375 | 197400.0 | 1441.0 | 994 | 100300.0 | 12275.0 | 9783.0 | 2492.0 | 5.5 | 4491.0 | 5292.0 | 97100.0 | 1214.0 | 854.0 | 59082.0 | 63346.0 | 43810.0 | 44618.0 | 243 | 0 |
| 2104 | 39.964276 | -82.997779 | 1 | 118 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 |
| 2105 | 40.008060 | -83.002470 | 0 | 52 | 43201 | 43201 | 15281 | 13106.0 | 2175 | 4.4 | 2215 | 10891 | 258900.0 | 1747.0 | 1094 | 55200.0 | 15115.0 | 11508.0 | 3607.0 | 4.6 | 2080.0 | 9428.0 | 203700.0 | 1554.0 | 858.0 | 34884.0 | 47014.0 | 25322.0 | 51458.0 | 434 | 2 |
| 2106 | 40.005850 | -83.001270 | 0 | 51 | 43201 | 43201 | 15281 | 13106.0 | 2175 | 4.4 | 2215 | 10891 | 258900.0 | 1747.0 | 1094 | 55200.0 | 15115.0 | 11508.0 | 3607.0 | 4.6 | 2080.0 | 9428.0 | 203700.0 | 1554.0 | 858.0 | 34884.0 | 47014.0 | 25322.0 | 51458.0 | 434 | 2 |
Most frequently occurring
| latitude | longitude | room_type | price | zipcode | zcta_housing_2020 | total_units_2020 | occupied_units_2020 | vacant_units_2020 | median_rooms_2020 | owner_occupied_units_2020 | rental_occupied_units_2020 | median_value_2020 | median_monthly_costs_2020 | median_rent_2020 | five_year_diff | total_units_2015 | occupied_units_2015 | vacant_units_2015 | median_rooms_2015 | owner_occupied_units_2015 | rental_occupied_units_2015 | median_value_2015 | median_monthly_costs_2015 | median_rent_2015 | median_household_income_2020 | median_family_income_2020 | median_household_income_2015 | median_family_income_2015 | zipcount | class | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 39.958565 | -83.014946 | 1 | 115 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 | 4 |
| 4 | 39.964275 | -82.997780 | 1 | 118 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 | 3 |
| 0 | 39.957910 | -82.999950 | 1 | 142 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 | 2 |
| 1 | 39.958040 | -82.952640 | 1 | 84 | 43205 | 43205 | 7366 | 5510.0 | 1856 | 5.6 | 1949 | 3561 | 211600.0 | 1492.0 | 755 | 108800.0 | 7271.0 | 5205.0 | 2066.0 | 5.7 | 1791.0 | 3414.0 | 102800.0 | 1120.0 | 690.0 | 40559.0 | 44420.0 | 30491.0 | 32843.0 | 203 | 0 | 2 |
| 3 | 39.963681 | -82.984637 | 1 | 62 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 | 2 |
| 5 | 39.964275 | -82.997780 | 1 | 189 | 43215 | 43215 | 10791 | 9609.0 | 1182 | 3.3 | 1891 | 7718 | 324000.0 | 1975.0 | 1215 | 69300.0 | 9281.0 | 8170.0 | 1111.0 | 3.3 | 1728.0 | 6442.0 | 254700.0 | 1975.0 | 920.0 | 64368.0 | 92708.0 | 52178.0 | 125239.0 | 245 | 1 | 2 |
| 6 | 40.007015 | -83.001525 | 0 | 53 | 43201 | 43201 | 15281 | 13106.0 | 2175 | 4.4 | 2215 | 10891 | 258900.0 | 1747.0 | 1094 | 55200.0 | 15115.0 | 11508.0 | 3607.0 | 4.6 | 2080.0 | 9428.0 | 203700.0 | 1554.0 | 858.0 | 34884.0 | 47014.0 | 25322.0 | 51458.0 | 434 | 2 | 2 |
| 7 | 40.009056 | -83.000824 | 0 | 53 | 43202 | 43202 | 9725 | 8889.0 | 836 | 4.9 | 2712 | 6177 | 246800.0 | 1613.0 | 976 | 70000.0 | 10551.0 | 9707.0 | 844.0 | 5.1 | 3205.0 | 6502.0 | 176800.0 | 1449.0 | 851.0 | 56332.0 | 80461.0 | 45152.0 | 72263.0 | 174 | 2 | 2 |
| 8 | 40.021460 | -83.034480 | 0 | 78 | 43202 | 43202 | 9725 | 8889.0 | 836 | 4.9 | 2712 | 6177 | 246800.0 | 1613.0 | 976 | 70000.0 | 10551.0 | 9707.0 | 844.0 | 5.1 | 3205.0 | 6502.0 | 176800.0 | 1449.0 | 851.0 | 56332.0 | 80461.0 | 45152.0 | 72263.0 | 174 | 2 | 2 |
| 9 | 40.064670 | -82.988390 | 0 | 54 | 43229 | 43229 | 22593 | 21343.0 | 1250 | 5.0 | 8495 | 12848 | 143000.0 | 1232.0 | 879 | 23000.0 | 22243.0 | 20011.0 | 2232.0 | 5.1 | 8149.0 | 11862.0 | 120000.0 | 1201.0 | 763.0 | 44804.0 | 51324.0 | 38004.0 | 45185.0 | 40 | 0 | 2 |